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Not sure if here's the right place to post this, but the documentation on the official website appears to be outdated. For example, for spark 1.4.0 and 1.4.1 this paragraph (python tab) seems particularly misleading. Also, the last line of this paragraph doesn't mention python 3 support. Maybe there are other places.